Evalscopebench Mcp
Pull AI SDK benchmark dashboard results into your agent via MCP so you can compare runs, verdicts, and usage logs before you ship model or SDK changes.
Overview
EvalScope Benchmark MCP is an MCP server for the ship phase that exposes the AI SDK benchmark dashboard to agents with verdicts, receipts, usage logs, and audit-ready JSON.
What is this MCP server?
- Paid remote MCP for the EvalScope AI SDK benchmark dashboard
- Streamable HTTP remote at evalscopebench.clauxel.com/mcp with Bearer auth
- Returns verdicts, receipts, usage logs, and audit-ready JSON from benchmark runs
- Registry title EvalScope Benchmark MCP with server card URL on Clauxel
- GitHub reference repo: clauxel/evalscope-benchmark-mcp-mcp
- Version 1.0.0 in MCP registry schema
- Remote URL: evalscopebench.clauxel.com/mcp (streamable-http)
- Publisher tags: evalscopebench, ai-sdk-benchmark-dashboard, paid-mcp
What problem does it solve?
You cannot sanity-check AI SDK benchmark regressions from inside your coding agent without tab-switching or bespoke API glue.
Who is it for?
Solo builders running AI SDK benchmarks who want dashboard verdicts on demand inside Claude Code or Cursor during release testing.
Skip if: Teams without EvalScope access, offline-only eval workflows, or users who only need unit tests with no SDK benchmark dashboard.
What do I get? / Deliverables
Your agent can call the EvalScope benchmark remote MCP and return measurable verdicts and logged usage you can attach to ship checklists.
- Agent-callable access to EvalScope benchmark dashboard outputs
- Verdict and receipt JSON suitable for release notes or test folders
- Usage logs tied to MCP tool invocations
Recommended MCP Servers
Journey fit
Benchmark and eval dashboards matter most in the ship phase when you are proving SDK or model choices hold up under measurement, not when you are still sketching product scope. Testing is the canonical shelf because EvalScope Benchmark MCP surfaces benchmark verdicts and eval-oriented JSON meant to gate releases and regressions.
How it compares
Remote benchmark-dashboard MCP, not a local eval skill or generic LLM chat plugin.
Common Questions / FAQ
Who is EvalScope Benchmark MCP for?
Developers shipping AI SDK integrations who already use EvalScope’s benchmark dashboard and want MCP access from their coding agent.
When should I use EvalScope Benchmark MCP?
Use it in ship/testing when you are validating SDK or model choices and need benchmark verdicts and receipts without leaving the IDE.
How do I add EvalScope Benchmark MCP to my agent?
Configure https://evalscopebench.clauxel.com/mcp as a remote MCP server and supply Authorization Bearer token from the EvalScope product site.